Simpler Alternatives to Information Theoretic Similarity Metrics for Multimodal Image Alignment. - Shannon M. Hughes; Ingrid Daubechies (ICIP, 2006)

Image processing for artist identification. - C. Richard Johnson Jr.; Ella Hendriks; Igor J. Berezhnoy; Eugene Brevdo; Shannon M. Hughes; Ingrid Daubechies; Jia Li 001; Eric O. Postma; James Z. Wang 001 (IEEE Signal Process. Mag., 2008)

Stylistic analysis of paintings usingwavelets and machine learning. - Sina Jafarpour; Gungor Polatkan; Eugene Brevdo; Shannon M. Hughes; Andrei Brasoveanu; Ingrid Daubechies (EUSIPCO, 2009)

Connecting spectral and spring methods for manifold learning. - Shannon M. Hughes; Peter J. Ramadge (ICASSP, 2009)

Detection of forgery in paintings using supervised learning. - Gungor Polatkan; Sina Jafarpour; Andrei Brasoveanu; Shannon M. Hughes; Ingrid Daubechies (ICIP, 2009)

Virtual underpainting reconstruction from X-ray fluorescence imaging data. - Anila Anitha; Andrei Brasoveanu; Marco F. Duarte; Shannon M. Hughes; Ingrid Daubechies; Joris Dik; Koen Janssens; Matthias Alfeld (EUSIPCO, 2011)

A new method for visual stylometry on impressionist paintings. - Hanchao Qi; Shannon M. Hughes (ICASSP, 2011)

Using the kernel trick in compressive sensing: Accurate signal recovery from fewer measurements. - Hanchao Qi; Shannon M. Hughes (ICASSP, 2011)

Invariance of principal components under low-dimensional random projection of the data. - Hanchao Qi; Shannon M. Hughes (ICIP, 2012)

Technical report: Two observations on probability distribution symmetries for randomly-projected data - Hanchao Qi; Shannon M. Hughes (CoRR, 2012)

Compressive K-SVD. - Farhad Pourkamali-Anaraki; Shannon M. Hughes (ICASSP, 2013)

An efficient method for finding intersections of many manifolds with application to patch based image processing. - Yevgen Matviychuk; Shannon M. Hughes (ICASSP, 2013)

Kernel compressive sensing. - Farhad Pourkamali-Anaraki; Shannon M. Hughes (ICIP, 2013)

Restoration of X-ray fluorescence images of hidden paintings. - Anila Anitha; Andrei Brasoveanu; Marco F. Duarte; Shannon M. Hughes; Ingrid Daubechies; Joris Dik; Koen Janssens; Matthias Alfeld (Signal Process., 2013)

Visual stylometry using background selection and wavelet-HMT-based Fisher information distances for attribution and dating of impressionist paintings. - Hanchao Qi; Armeen Taeb; Shannon M. Hughes (Signal Process., 2013)

Efficient recovery of principal components from compressive measurements with application to Gaussian mixture model estimation. - Farhad Pourkamali-Anaraki; Shannon M. Hughes (ICASSP, 2014)

Regularizing inverse problems in image processing with a manifold-based model of overlapping patches. - Yevgen Matviychuk; Shannon M. Hughes (ICASSP, 2014)

Memory and Computation Efficient PCA via Very Sparse Random Projections. - Farhad Pourkamali-Anaraki; Shannon M. Hughes (ICML, 2014)

Efficient Dictionary Learning via Very Sparse Random Projections. - Farhad Pourkamali-Anaraki; Stephen Becker; Shannon M. Hughes (CoRR, 2015)